Description

Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R.

This book includes:

  • Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods.
  • The most innovative developments in the different steps of the kriging process.
  • An up-to-date account of strategies for dealing with data evolving in space and time.
  • An accompanying website featuring R code and examples

Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

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Hardback by José-María Montero , Gema Fernández-Avilés

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Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of... Read more

    Publisher: John Wiley & Sons Inc
    Publication Date: 21/08/2015
    ISBN13: 9781118413180, 978-1118413180
    ISBN10: 1118413180

    Number of Pages: 400

    Non Fiction , Earth Sciences, Geography & Environment , Education

    Description

    Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R.

    This book includes:

    • Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods.
    • The most innovative developments in the different steps of the kriging process.
    • An up-to-date account of strategies for dealing with data evolving in space and time.
    • An accompanying website featuring R code and examples

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